https://pandeyps.in/blog.html Blog posts by Prashant Pandey https://pandeyps.in/blog/drive-wm/ https://pandeyps.in/blog/drive-wm/ Tue, 25 Aug 2026 00:00:00 +0000 You can find the full code here: https://github.com/pandey-ps/world-models/tree/master/drive (it is well commented to explain about the environment of the model). https://pandeyps.in/blog/building-llms-from-scratch/ https://pandeyps.in/blog/building-llms-from-scratch/ Mon, 30 Mar 2026 00:00:00 +0000 DeepSeekV3: You can find the full code here: https://github.com/pandey-ps/papers/tree/main/deepseekv3 https://pandeyps.in/blog/raytracer/ https://pandeyps.in/blog/raytracer/ Sat, 28 Feb 2026 00:00:00 +0000 You can find the full code here: https://github.com/pandey-ps/raytracer https://pandeyps.in/blog/dvit/ https://pandeyps.in/blog/dvit/ Sat, 10 Jan 2026 00:00:00 +0000 Vision Transformers run at a fixed image resolution. Easy images still go through the full high resolution pipeline, wasting time and compute. https://pandeyps.in/blog/deepseek-ocr/ https://pandeyps.in/blog/deepseek-ocr/ Thu, 20 Nov 2025 00:00:00 +0000 DeepSeek recently released DeepSeek-OCR, the research paper of it focuses on vision text compression, the model can decode thousands of text tokens from few hundred vision tokens. I wanted to test this, so I set up a small Colab pipeline to see how well it works.